Rémy Sail

At STEF IT, I contributed to the design and implementation of AWS-based data solutions aimed at automating and industrializing data processing workflows originating from the company’s Oracle In-Memory Data Warehouse. My responsibilities included building and optimizing cloud-native data pipelines to streamline data ingestion, transformation, and delivery processes. I worked on automating recurring data treatments to improve reliability, scalability, and operational efficiency across business units. In parallel, I developed web scraping solutions to collect and structure external market data, creating a dedicated database of tractor listings to support analytical and strategic use cases. Through these projects, I strengthened my expertise in cloud data engineering, automation, and production-ready architectures within a large-scale logistics environment.

Worked as a Data Scientist within Orange Cyberdefense, a leading European cybersecurity services provider that delivers threat detection and response solutions through SOC and SIEM platforms. Contributed to the development of data-driven solutions for large-scale security event analysis. Built and maintained data pipelines for ingesting, processing, and structuring heterogeneous logs collected from SIEM systems used in security monitoring environments. Performed data cleaning, enrichment, and exploratory analysis to transform raw event logs into high-quality datasets suitable for machine learning and analytical workflows. Designed features capturing behavioral patterns in network and system activity to support anomaly detection and threat investigation. Developed and evaluated machine learning models to identify unusual behavior and suspicious events in security telemetry, helping reduce noise in large volumes of alerts generated in SOC environments. Created interactive dashboards and visual analytics tools to monitor activity trends, highlight anomalies, and support analysts during investigation workflows. Collaborated with cybersecurity analysts and engineers to interpret model outputs, refine detection logic, and integrate analytical components into operational monitoring pipelines. The project emphasized scalable data processing, modular architecture, and practical integration with existing security monitoring infrastructures.

Contributed to strengthening the information system security of the municipality by supporting the implementation of cybersecurity best practices and governance measures. Participated in assessing the security posture of the IT infrastructure and identifying areas for improvement to better protect municipal data and digital services. Developed and delivered cybersecurity awareness initiatives aimed at municipal staff to promote good security practices, reduce human-related risks, and improve overall cyber hygiene within the organization. Drafted and implemented an IT usage and security charter defining acceptable use policies, security rules, and user responsibilities regarding the municipal information system. This work supported the establishment of clearer governance and helped formalize security policies within the organization.

Conception, développement, déploiement et maintenance d’un site web, avec prise en charge intégrale de la relation client du cahier des charges jusqu’au déploiement du site internet.

I served as an Administrative Assistant for several weeks, eventually replacing the administrative agent for a total of six weeks over multiple years. My responsibilities included handling data exploitation for the company and managing the computer-related tasks. This involved entering orders into software and processing them to enhance the overall efficiency of order management.